Citation Bureau
Vol. I
No. 346
XI SEPTEMBER MMXXVI
Reference

What is amp?

amp

AMP is a software development approach associated with Quinn Slack, who has described it as replacing conventional code review and local development workflows. According to Slack, the practice has rendered mandatory code review obsolete and moved his team away from issues, pull requests, and much of GitHub Actions.

How it developed

  • Sep 2026 - Quinn Slack said mandatory code review before reaching Maine is dead, and has been since work on AMP began.
  • Sep 2026 - Slack said his team does not use issues or pull requests and is barely on GitHub Actions, with plans to move off it.
  • Sep 2026 - Slack said local development is dead in his team’s view.
  • Sep 2026 - Slack said customers used orbs more in the prior three or four weeks than in all of the previous year’s changes to how software is built.
  • Sep 2026 - Slack said the team plans to release “jellyware,” softer than software but not fully vibe coded, customizable with a user’s own agent.

In the evidence

Every line below is attributed to a named speaker.

Worth quoting

Quinn Slack on mandatory code review being abolished at AMP.

“Mandatory code review before it gets to Maine. Yeah, it's dead. It's been dead ever since we started working on AMP.”
Quinn Slack · 7 Sep 2026
Company & tool watch

AMP has stopped using GitHub Issues, pull requests, and is actively seeking to replace GitHub Actions, signaling that agent-native workflows may displace GitHub's core developer loop.

“We're not using issues. We're not using pull requests. We're barely on GitHub actions and we're looking to get off of that.”
Quinn Slack · 7 Sep 2026
By the numbers

Amp Infrastructure projects needing 1.3 gigawatts of steady-state base load capacity and roughly 6 gigawatts of spike compute capacity over the next 4 years to serve frontier AI teams.

“I think the steady state would be that we have a base load pool of 1.3 gigawatts at all times of base load capacity. For spike capacity, right now my estimate is we need roughly 6 gigawatts over the next 4 years for all our teams.”
Anjney Midha · 18 Jun 2026
Company & tool watch

Codex has been used as a de facto CMO at AMP for two months, running ads and providing AEO/SEO advice with results Quinn Slack rates as comparable to a human consultant.

“Codeex has been my CMO for the last like 2 months, basically running our ads and giving me advice on AEO and SEO and what have you. And I find it much more preferable to talking to a real human consultant, which I've also done. and it's roughly the same results.”
Quinn Slack · 7 Sep 2026
Worth quoting

Quinn Slack coining the term jellyware for agent-customizable AI artifacts softer than traditional software.

“We will be releasing a lot of these little you know jellyware is what we're calling it. It's like softer than software but it's not totally vibe coded and you can customize it with your own agent.”
Quinn Slack · 7 Sep 2026
Company & tool watch

Amp Infrastructure is building shared compute infrastructure for frontier AI teams at gigawatt scale, positioning itself as a neutral coordinator rather than a competing cloud provider.

“We see ourselves as what's called an independent system operator.”
Anjney Midha · 18 Jun 2026
Best explained

Amp Infrastructure frames itself as an independent system operator for compute, borrowing the ISO model from electric grid governance to coordinate shared compute capacity across frontier AI teams.

“We see ourselves as what's called an independent system operator.”
Anjney Midha · 18 Jun 2026
Contrarian take

AMP considers local development servers dead, with no developers at the company running them.

“Local dev in our opinion is dead.”
Quinn Slack · 7 Sep 2026
By the numbers

AMP customers used Orbs more in the last 3 to 4 weeks than across all workflow changes in the entire prior year, per Quinn Slack.

“Our customers are using orbs more in the last three or four weeks than all of the change to how we build software that happened last year.”
Quinn Slack · 7 Sep 2026
By the numbers

Up to 20% of all US data centers in 2026 are at risk of cancellation or delay due to community backlash, per Anjney Midha's estimate.

“Up to 20% of all data centers this year in the US, my understanding is are at risk.”
Anjney Midha · 18 Jun 2026
Citation Bureau · reference note, compiled from attributed expert discussion. Last updated 2026-09-11.